{"id":"W4416129437","doi":"10.17615/ze5a-4y51","title":"Impact of Race and Ethnicity on Outcomes after Umbilical Cord Blood Transplantation","year":2025,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Office of Naval Research; Legend Biotech; Pharmacyclics; Takeda Oncology; Health Resources and Services Administration; MorphoSys; Seagen; Astellas Pharma; Adaptive Biotechnologies; Kiadis Pharma; bluebird bio; Jazz Pharmaceuticals; BeiGene; HistoGenetics; Atara Biotherapeutics; CareDx; Actinium Pharmaceuticals; National Cancer Institute; Gilead Sciences; Sanofi; GlaxoSmithKline; CSL Behring; Bristol-Myers Squibb; AstraZeneca; Swedish Orphan Biovitrum; Omeros Corporation; Vertex Pharmaceuticals; Alexion Pharmaceuticals; Mallinckrodt Pharmaceuticals; Astellas Pharma US; Amgen; National Heart, Lung, and Blood Institute; Novartis Pharmaceuticals Corporation; Incyte; Pfizer; Gateway for Cancer Research; American Society of Hematology","keywords":"Univariate analysis; Umbilical Cord Blood Transplantation; Multivariate analysis; Single Center; Cohort; Umbilical cord; Retrospective cohort study; Transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007219677,0.0001265385,0.0003149698,0.0001148677,0.00002627732,0.0000177639,0.00003741022,0.0001004171,0.0001219368],"category_scores_gemma":[0.00005005599,0.00009242621,0.00009393552,0.0001468548,0.0001229552,0.0001273331,0.000007408507,0.0001130758,0.000004277407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000841438,"about_ca_system_score_gemma":0.0001082521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004514248,"about_ca_topic_score_gemma":0.000008458887,"domain_scores_codex":[0.9992523,0.00004348966,0.0002480002,0.0001774506,0.0001561907,0.0001226075],"domain_scores_gemma":[0.9993039,0.0003977173,0.00004037888,0.0001663985,0.0000303097,0.00006124486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002937498,0.0002313401,0.97386,0.0008100444,0.0002137427,0.00004416965,0.001459041,0.000002593952,0.002804884,0.01672549,0.0001059254,0.0008052191],"study_design_scores_gemma":[0.00203945,0.0004144864,0.964516,0.0003010444,0.0003307638,0.00002555212,0.00004821944,0.00002104592,0.02946515,0.002746783,0.00001653701,0.00007494008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943658,0.0001755461,0.000997602,0.0007065709,0.0000561558,0.000281615,0.00004085403,0.00005023602,0.003325626],"genre_scores_gemma":[0.9967536,0.00005297212,0.002127461,0.0002719731,0.00001204648,0.00001475923,0.0000337291,0.000009842335,0.0007236533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02666027,"threshold_uncertainty_score":0.3769031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548640566268084,"score_gpt":0.299388518989599,"score_spread":0.2839021133269181,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}